Projection

Projection refers to the reduction of a fractional factorial design to a full factorial design by dropping out some of the factors of the design. Any fractional factorial design of resolution, can be reduced to complete factorial designs in any subset of factors. For example, consider the 2 design. The resolution of this design is four. Therefore, this design can be reduced to full factorial designs in any three () of the original seven factors (by dropping the remaining four of factors). Further, a fractional factorial design can also be reduced to a full factorial design in any of the original factors, as long as these factors are not part of the generator in the defining relation. Again consider the 2 design. This design can be reduced to a full factorial design in four factors provided these four factors do not appear together as a generator in the defining relation. The complete defining relation for this design is:MATHTherefore, there are seven four factor combinations out of the 35 () possible four-factor combinations that are used as generators in the defining relation. The designs with the remaining 28 four factor combinations would be full factorial 16-run designs. For example, factors , , and do not occur as a generator in the defining relation of the 2 design. If the remaining factors, , and , are dropped, the 2 design will reduce to a full factorial design in , , and .

 
See Also:
 
Two Level Fractional Factorial Designs
Resolution III Designs